The graph represents a network of 4,127 Twitter users whose recent tweets contained "aspen institute", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 882-day, 6-hour, 24-minute period from Wednesday, 14 October 2020 at 17:35 UTC to Wednesday, 15 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4127
Unique Edges : 1543
Edges With Duplicates : 10060
Total Edges : 11603
Number of Edge Types : 9
Retweet : 4460
MentionsInRetweet : 5274
Replies to : 477
MentionsInReplyTo : 880
Tweet : 210
MentionsInQuoteReply : 18
Mentions : 141
MentionsInQuote : 45
Quote : 98
Self-Loops : 338
Reciprocated Vertex Pair Ratio : 0.0080091533180778
Reciprocated Edge Ratio : 0.0158910329171396
Connected Components : 166
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 2913
Maximum Edges in a Connected Component : 8749
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.264899
Graph Density : 0.000310429843736218
Modularity : 0.410001
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,127 Twitter users whose recent tweets contained "aspen institute", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 15:34 UTC.
The tweets in the network were tweeted over the 882-day, 6-hour, 24-minute period from Wednesday, 14 October 2020 at 17:35 UTC to Wednesday, 15 March 2023 at 23:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : aspen institute
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2443] aspen,institute [1438] taxpayer,funded [1437] domestic,propaganda [1436] funded,state [1436] supposed,stay [1436] campaigns,taxpayer [1436] 24,difference [1436] stay,domestic [1436] state,supposed [1436] difference,campaigns Top Word Pairs in Tweet in G1:
[1365] 24,difference [1365] supposed,stay [1365] domestic,propaganda [1365] taxpayer,funded [1365] difference,campaigns [1365] stay,domestic [1365] state,supposed [1365] funded,state [1365] campaigns,taxpayer [1364] mtaibbi,24 Top Word Pairs in Tweet in G2:
[502] ananta,aspen [502] insightful,observations [502] observations,indbagchi [502] aspen,centre [502] ceo,ananta [502] delight,company [502] great,thinkers [502] indbagchi,ceo [502] company,great [502] always,delight Top Word Pairs in Tweet in G3:
[312] aspen,institute [80] prince,harry [65] come,over [64] peddling,stories [64] comment,lot [64] people,royals [64] lot,people [64] royals,come [64] getting,comment [64] over,peddling Top Word Pairs in Tweet in G4:
[239] aspen,institute [110] 2020,aspen [108] policy,center [108] cyber,policy [107] break,pentagon [107] journalists,break [107] institute,stanford [107] urged,journalists [107] stanford,cyber [107] center,urged Top Word Pairs in Tweet in G5:
[129] holes,jim [129] hunter,biden [129] weaponization,theory [129] jordan,convoluted [129] jim,jordan [129] biden,laptop [129] gift,article [129] laptop,aspen [129] aspen,institute [129] convoluted,weaponization Top Word Pairs in Tweet in G6:
[100] jim,jordan [99] government,conspiring [99] again,spun [99] spun,complex [99] ohio,again [99] analysis,chairman [99] complex,tale [99] jordan,ohio [99] conspiring,suppress [99] suppress,hunter Top Word Pairs in Tweet in G7:
[72] aspen,institute's [69] institute's,censorship [69] censorship,commission [46] mccullough,john [46] leake,aspen [46] john,leake [46] peter,mccullough [46] dr,peter [46] courageous,discourse [46] discourse,dr Top Word Pairs in Tweet in G8:
[70] institute's,censorship [70] aspen,institute's [70] censorship,commission [66] commission,state [66] speech,offenders [66] speech,easier [66] make,searching [66] total,access [66] searching,speech [66] easier,speech Top Word Pairs in Tweet in G9:
[53] wef,proposito [53] tutti,migliori [53] cavalli,razza [53] razza,sono [53] proposito,l'aspen [53] tutti,tutti [53] l'aspen,institute [53] dalle,scuderie [53] migliori,cavalli [53] tutti,dalle Top Word Pairs in Tweet in G10:
[41] aspen,institute [7] censorship,commission [7] aspen,institute's [6] industrial,complex [6] zero,emission [6] censorship,industrial [6] amazon,patagonia [6] patagonia,tchibo [5] state,department [5] institute's,censorship Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: